Overview

Dataset Statistics

Number of Variables 18
Number of Rows 11534
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 203.0 B
Variable Types
  • Categorical: 2
  • Numerical: 16

Dataset Insights

SHOTS_OFF_GOAL and CORNERS have similar distributions Similar Distribution
OFFSIDES and YELLOW_CARDS have similar distributions Similar Distribution
SHOTS_ON_GOAL is skewed Skewed
SHOTS_OFF_GOAL is skewed Skewed
BLOCKED_SHOTS is skewed Skewed
CORNERS is skewed Skewed
OFFSIDES is skewed Skewed
THROW_IN is skewed Skewed
GOALKEEPER_SAVES is skewed Skewed
YELLOW_CARDS is skewed Skewed
COMPLETED_PASSES is skewed Skewed
TACKLES is skewed Skewed
ATTACKS is skewed Skewed
DANGEROUS_ATTACKS is skewed Skewed
ID has a high cardinality: 11534 distinct values High Cardinality
ID has constant length 10 Constant Length
RED_CARDS has constant length 1 Constant Length
ID has all distinct values Unique
BLOCKED_SHOTS has 2159 (18.72%) zeros Zeros
FREE_KICKS has 1049 (9.09%) zeros Zeros
OFFSIDES has 1909 (16.55%) zeros Zeros
THROW_IN has 8487 (73.58%) zeros Zeros
GOALKEEPER_SAVES has 980 (8.5%) zeros Zeros
YELLOW_CARDS has 1627 (14.11%) zeros Zeros
COMPLETED_PASSES has 6326 (54.85%) zeros Zeros
TACKLES has 5587 (48.44%) zeros Zeros
ATTACKS has 4358 (37.78%) zeros Zeros
DANGEROUS_ATTACKS has 4358 (37.78%) zeros Zeros
  • 1
  • 2
  • 3

Variables

ID

categorical

Approximate Distinct Count 11534
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 844.8 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row I7XF6FSRHT
2nd row KGJs2ZzqHT
3rd row 6XHk0D5eHT
4th row KIrtyAcHHT
5th row EFETfITFHT

Letter

Count 100078
Lowercase Letter 38858
Space Separator 0
Uppercase Letter 61220
Dash Punctuation 0
Decimal Number 15262
  • ID contains many words: 11534 words
  • ID has words of constant length

BALL_POSSESSION

numerical

Approximate Distinct Count 67
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 51.2031
Minimum 18
Maximum 84
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • BALL_POSSESSION is skewed left (γ1 = -0.0362)

Quantile Statistics

Minimum 18
5-th Percentile 33
Q1 44
Median 51
Q3 59
95-th Percentile 69
Maximum 84
Range 66
IQR 15

Descriptive Statistics

Mean 51.2031
Standard Deviation 10.9384
Variance 119.6482
Sum 590577
Skewness -0.03623
Kurtosis -0.3412
Coefficient of Variation 0.2136
  • BALL_POSSESSION has 23 outliers

GOAL_ATTEMPTS

numerical

Approximate Distinct Count 40
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.4229
Minimum 0
Maximum 43
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • GOAL_ATTEMPTS is skewed right (γ1 = 0.6189)

Quantile Statistics

Minimum 0
5-th Percentile 6
Q1 10
Median 13
Q3 17
95-th Percentile 23
Maximum 43
Range 43
IQR 7

Descriptive Statistics

Mean 13.4229
Standard Deviation 5.2104
Variance 27.1484
Sum 154820
Skewness 0.6189
Kurtosis 0.6297
Coefficient of Variation 0.3882
  • GOAL_ATTEMPTS is not normally distributed (p-value 0.008004767082986744)
  • GOAL_ATTEMPTS has 132 outliers

SHOTS_ON_GOAL

numerical

Approximate Distinct Count 20
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 4.8972
Minimum 0
Maximum 22
Zeros 196
Zeros (%) 1.7%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_ON_GOAL is skewed right (γ1 = 0.7846)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 5
Q3 6
95-th Percentile 10
Maximum 22
Range 22
IQR 3

Descriptive Statistics

Mean 4.8972
Standard Deviation 2.691
Variance 7.2413
Sum 56484
Skewness 0.7846
Kurtosis 0.8323
Coefficient of Variation 0.5495
  • SHOTS_ON_GOAL is not normally distributed (p-value 3.96670163943539e-08)
  • SHOTS_ON_GOAL has 423 outliers

SHOTS_OFF_GOAL

numerical

Approximate Distinct Count 23
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 5.6258
Minimum 0
Maximum 23
Zeros 128
Zeros (%) 1.1%
Negatives 0
Negatives (%) 0.0%
  • SHOTS_OFF_GOAL is skewed right (γ1 = 0.7076)

Quantile Statistics

Minimum 0
5-th Percentile 2
Q1 4
Median 5
Q3 7
95-th Percentile 11
Maximum 23
Range 23
IQR 3

Descriptive Statistics

Mean 5.6258
Standard Deviation 2.8395
Variance 8.0629
Sum 64888
Skewness 0.7076
Kurtosis 0.8275
Coefficient of Variation 0.5047
  • SHOTS_OFF_GOAL is not normally distributed (p-value 1.6829829042898982e-07)
  • SHOTS_OFF_GOAL has 382 outliers

BLOCKED_SHOTS

numerical

Approximate Distinct Count 18
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.8998
Minimum 0
Maximum 18
Zeros 2159
Zeros (%) 18.7%
Negatives 0
Negatives (%) 0.0%
  • BLOCKED_SHOTS is skewed right (γ1 = 0.9126)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 3
Q3 4
95-th Percentile 7
Maximum 18
Range 18
IQR 3

Descriptive Statistics

Mean 2.8998
Standard Deviation 2.3842
Variance 5.6846
Sum 33446
Skewness 0.9126
Kurtosis 1.059
Coefficient of Variation 0.8222
  • BLOCKED_SHOTS is not normally distributed (p-value 3.970618332911603e-09)
  • BLOCKED_SHOTS has 270 outliers

FREE_KICKS

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 13.36
Minimum 0
Maximum 45
Zeros 1049
Zeros (%) 9.1%
Negatives 0
Negatives (%) 0.0%
  • FREE_KICKS is skewed left (γ1 = -0.3953)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 10
Median 14
Q3 17
95-th Percentile 22
Maximum 45
Range 45
IQR 7

Descriptive Statistics

Mean 13.36
Standard Deviation 6.1168
Variance 37.415
Sum 154094
Skewness -0.3953
Kurtosis 0.52
Coefficient of Variation 0.4578
  • FREE_KICKS is not normally distributed (p-value 0.003468114380784218)
  • FREE_KICKS has 102 outliers

CORNERS

numerical

Approximate Distinct Count 21
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 5.4899
Minimum 0
Maximum 20
Zeros 172
Zeros (%) 1.5%
Negatives 0
Negatives (%) 0.0%
  • CORNERS is skewed right (γ1 = 0.7027)

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 3
Median 5
Q3 7
95-th Percentile 11
Maximum 20
Range 20
IQR 4

Descriptive Statistics

Mean 5.4899
Standard Deviation 2.9676
Variance 8.8068
Sum 63320
Skewness 0.7027
Kurtosis 0.6298
Coefficient of Variation 0.5406
  • CORNERS is not normally distributed (p-value 7.723412872848073e-07)
  • CORNERS has 133 outliers

OFFSIDES

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.1383
Minimum 0
Maximum 14
Zeros 1909
Zeros (%) 16.6%
Negatives 0
Negatives (%) 0.0%
  • OFFSIDES is skewed right (γ1 = 1.063)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 5
Maximum 14
Range 14
IQR 2

Descriptive Statistics

Mean 2.1383
Standard Deviation 1.7385
Variance 3.0225
Sum 24663
Skewness 1.063
Kurtosis 1.4959
Coefficient of Variation 0.813
  • OFFSIDES is not normally distributed (p-value 2.8203930665409114e-12)
  • OFFSIDES has 244 outliers

THROW_IN

numerical

Approximate Distinct Count 46
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 5.8366
Minimum 0
Maximum 47
Zeros 8487
Zeros (%) 73.6%
Negatives 0
Negatives (%) 0.0%
  • THROW_IN is skewed right (γ1 = 1.4386)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 12
95-th Percentile 28
Maximum 47
Range 47
IQR 12

Descriptive Statistics

Mean 5.8366
Standard Deviation 10.3092
Variance 106.28
Sum 67319
Skewness 1.4386
Kurtosis 0.6308
Coefficient of Variation 1.7663
  • THROW_IN is not normally distributed (p-value 5.024803280196112e-25)
  • THROW_IN has 324 outliers

GOALKEEPER_SAVES

numerical

Approximate Distinct Count 15
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 2.8188
Minimum 0
Maximum 15
Zeros 980
Zeros (%) 8.5%
Negatives 0
Negatives (%) 0.0%
  • GOALKEEPER_SAVES is skewed right (γ1 = 0.8944)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 3
Q3 4
95-th Percentile 6
Maximum 15
Range 15
IQR 3

Descriptive Statistics

Mean 2.8188
Standard Deviation 1.9407
Variance 3.7662
Sum 32512
Skewness 0.8944
Kurtosis 1.0998
Coefficient of Variation 0.6885
  • GOALKEEPER_SAVES is not normally distributed (p-value 5.078873489966599e-11)
  • GOALKEEPER_SAVES has 116 outliers

FOULS

numerical

Approximate Distinct Count 31
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 12.7422
Minimum 0
Maximum 33
Zeros 2
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • FOULS is skewed right (γ1 = 0.3703)

Quantile Statistics

Minimum 0
5-th Percentile 6
Q1 10
Median 12
Q3 15
95-th Percentile 20
Maximum 33
Range 33
IQR 5

Descriptive Statistics

Mean 12.7422
Standard Deviation 4.1594
Variance 17.3002
Sum 146968
Skewness 0.3703
Kurtosis 0.2075
Coefficient of Variation 0.3264
  • FOULS is not normally distributed (p-value 0.0005927742754688407)
  • FOULS has 212 outliers

YELLOW_CARDS

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 1.9984
Minimum 0
Maximum 9
Zeros 1627
Zeros (%) 14.1%
Negatives 0
Negatives (%) 0.0%
  • YELLOW_CARDS is skewed right (γ1 = 0.6596)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 1
Median 2
Q3 3
95-th Percentile 4.35
Maximum 9
Range 9
IQR 2

Descriptive Statistics

Mean 1.9984
Standard Deviation 1.405
Variance 1.9741
Sum 23049
Skewness 0.6596
Kurtosis 0.4008
Coefficient of Variation 0.7031
  • YELLOW_CARDS is not normally distributed (p-value 3.2583583348382923e-13)
  • YELLOW_CARDS has 44 outliers

RED_CARDS

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 743.4 KB
  • The largest value (0) is over 11.75 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 11534
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 11.75 times larger than the second largest value (1)
  • RED_CARDS has words of constant length

COMPLETED_PASSES

numerical

Approximate Distinct Count 654
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 206.9114
Minimum 0
Maximum 2288
Zeros 6326
Zeros (%) 54.9%
Negatives 0
Negatives (%) 0.0%
  • COMPLETED_PASSES is skewed right (γ1 = 0.653)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 424
95-th Percentile 629.35
Maximum 2288
Range 2288
IQR 424

Descriptive Statistics

Mean 206.9114
Standard Deviation 245.419
Variance 60230.489
Sum 2.3865e+06
Skewness 0.653
Kurtosis -0.6514
Coefficient of Variation 1.1861
  • COMPLETED_PASSES is not normally distributed (p-value 8.220314320341172e-24)
  • COMPLETED_PASSES has 1 outliers

TACKLES

numerical

Approximate Distinct Count 36
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 8.2044
Minimum 0
Maximum 38
Zeros 5587
Zeros (%) 48.4%
Negatives 0
Negatives (%) 0.0%
  • TACKLES is skewed right (γ1 = 0.4495)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 7
Q3 16
95-th Percentile 23
Maximum 38
Range 38
IQR 16

Descriptive Statistics

Mean 8.2044
Standard Deviation 8.7426
Variance 76.4327
Sum 94630
Skewness 0.4495
Kurtosis -1.1831
Coefficient of Variation 1.0656
  • TACKLES is not normally distributed (p-value 4.276980127386565e-24)

ATTACKS

numerical

Approximate Distinct Count 170
Approximate Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 68.2793
Minimum 0
Maximum 215
Zeros 4358
Zeros (%) 37.8%
Negatives 0
Negatives (%) 0.0%
  • ATTACKS is skewed left (γ1 = -0.107)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 88
Q3 115
95-th Percentile 148
Maximum 215
Range 215
IQR 115

Descriptive Statistics

Mean 68.2793
Standard Deviation 57.1185
Variance 3262.5178
Sum 787533
Skewness -0.107
Kurtosis -1.514
Coefficient of Variation 0.8365
  • ATTACKS is not normally distributed (p-value 2.5049344242683214e-23)

DANGEROUS_ATTACKS

numerical

Approximate Distinct Count 137
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 180.2 KB
Mean 33.4977
Minimum 0
Maximum 169
Zeros 4358
Zeros (%) 37.8%
Negatives 0
Negatives (%) 0.0%
  • DANGEROUS_ATTACKS is skewed right (γ1 = 0.387)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 37
Q3 56
95-th Percentile 85
Maximum 169
Range 169
IQR 56

Descriptive Statistics

Mean 33.4977
Standard Deviation 30.7061
Variance 942.8674
Sum 386362
Skewness 0.387
Kurtosis -0.7434
Coefficient of Variation 0.9167
  • DANGEROUS_ATTACKS is not normally distributed (p-value 4.379897143319775e-23)
  • DANGEROUS_ATTACKS has 8 outliers

Interactions

Correlations

Missing Values